Robot intelligence should be centralized in the cloud

For millions of humanoids, most intelligence should live in the cloud—a capable model batch-processing at high efficiency does planning and long-horizon tasks, pushing commands to robots that interpolate actions and handle only local sensing like weight and force—because on-device compute can't batch, can't be as intelligent, and would divert scarce leading-edge low-power chips from AI data centers.